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Reza Maulana
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insypro@uin-alauddin.ac.id
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INDONESIA
Jurnal INSYPRO (Information System and Processing)
Published by Universitas Islam Negeri Alauddin Makassar
ISSN : 2597419X     EISSN : 2579468X     DOI : https://doi.org/10.24252/insypro
Core Subject : Science, Engineering,
Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering
Jurnal Insypro adalah jurnal yang bergerak di bidang Sistem Informasi, hadir untuk diharapkan mampu mengembangkan riset pada bidang sistem informasi di Indonesia dan dunia internasional secara umum
Arjuna Subject : Ilmu Komputer (semua kategori) - Sistem Informasi
Articles 168 Documents
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IMPLEMENTASI ALGORITMA CONVOLUTIONAL NEURAL NETWORK UNTUK MENGHITUNG KEPADATAN AYAM MENGGUNAKAN YOU ONLY LOOK ONCE Gunawan; Tenriawaru, Andi; Qamaria, Fitri
Jurnal INSYPRO (Information System and Processing) Vol 9 No 1 (2024)
Publisher : Prodi Sistem Informasi UIN Alauddin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24252/insypro.v9i1.47363

Abstract

This research aims to apply the Convolutional Neural Network (CNN) algorithm to count the number of chickens in an image using the You Only Look Once (YOLO) method. YOLO is a reliable and real-time object detection algorithm. This research uses a dataset of chicken images collected from farms. The images are then preprocessed to improve their quality before being used as input for the CNN model. The CNN model is trained using the backpropagation algorithm to minimize the loss function. The research results showed that the use of YOLO was successful in producing an application for calculating chicken density. Blackbox testing shows that the application created functions well and meets user needs and the results of the matrix evaluation test show an average accuracy of 84%.
SISTEM INFORMASI PROMOSI PENJUALAN DENGAN PENDEKATAN COUSTUMER RELATIONSHIP MANAGEMENT (CRM) PADA CV. MALPINAS Muin , Asrul Ashari; Rizaldy, Adhy; Amalia, Bau Reski
Jurnal INSYPRO (Information System and Processing) Vol 9 No 1 (2024)
Publisher : Prodi Sistem Informasi UIN Alauddin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24252/insypro.v9i1.49173

Abstract

Promosi merupakan suatu kegiatan yang dilakukan oleh suatu Perusahaan untuk memperkenalkan barang dan jasa yang kita berikan kepada konsumen. Promosi dapat dilakukan dengan banyak cara salah satunya melalui dari mulut ke mulut ini adalah media periklanan yang paling banyak digunakan. Namun cara promosi ini kurang efektif untuk memperkenalkan barang dan jasa milik perusahaan tersebut. Dengan dibuatnya sistem infomasi promosi penjualan ini akan mempermudah perusahaan dalam melakukan penjualan. CRM dapat membantu memberikan relasi atau hubungan antara perusahaan dengan pelanggan sehingga perusahaan akan dengan mudah melakukan promosi penjualan kepada konsumen. Penelitian ini menggunakan metode pengembangan sistem metode waterfall dengan metode pengumpulan data yaitu observasi, wawancara dan studi pustaka dan menggunakan metode pengujian Black Box. Hasil dari penelitian ini menghasilkan sebuah sistem informasi Promosi Penjualan dengan Pendekatan Costumer Relationship Management pada CV. Malpinas.Kesimpulan dari penelitian ini adalah dapat Mempermudah perusahaan dalam melakukan proses penjual belian alat-alat rumah tangga. Hal ini dibuktikan berdasarkan kuesioner yang terdiri dari 10 pertanyaan dan disebar ke 20 Responden maka diperoleh hasil akhir rata-rata total presentase 80,0% yang artinya dari segi kegunaannya sistem layak dan dapat di terima oleh pengguna.
PERANCANGAN DESIGN OF A PWA-BASED DAILY ACTIVITY REPORT MONITORING INFORMATION SYSTEM IN THE REGENT'S OFFICE OF BANTAENG DISTRICT: DESIGN OF A PWA-BASED DAILY ACTIVITY REPORT MONITORING INFORMATION SYSTEM IN THE REGENT'S OFFICE OF BANTAENG DISTRICT Ismi, Nur; Erfina; Ibrahim, Firmansyah
Jurnal INSYPRO (Information System and Processing) Vol 9 No 1 (2024)
Publisher : Prodi Sistem Informasi UIN Alauddin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24252/insypro.v9i1.49379

Abstract

Utilization of information technology by government institutions also using a monitoring system known as E-Government is an important part of government sustainability. The obstacle faced by each section head is during the process of making monthly reports, where when making monthly reports activities are often not recorded in the agenda book. To overcome this problem, we need a system that can record the daily activities of each section head systematically and accurately. The system that can solve the above problems is a website system, Progressive Web Apps (PWA) is a concept for implementing website creation that applies technology by building applications using the PWA concept which will make web applications run on various platforms such as websites, desktops, and mobile or Android platforms. Based on the percentage value of the question indicators, the System Usability Scale test results were 80.1 and received a "Good" score in the Adjective rating section and received a grade of "B". The method used by the author for this system design research, the Agile Method is a methodology in software development that is based on an iterative work process consisting of agreed rules and solutions.
SISTEM INFORMASI RANCANGAN ANGGARAN BIAYA PADA PT. BUKAKA TEKNIK UTAMA PLTA MAMUJU Haerunnisa, Dian Aprilia; Endang, Andi Hutami; Paramita, Andi Jamiati
Jurnal INSYPRO (Information System and Processing) Vol 9 No 1 (2024)
Publisher : Prodi Sistem Informasi UIN Alauddin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24252/insypro.v9i1.50067

Abstract

Access and processing of data and information are essential for an organization. The processing should be computerized using an information system to facilitate the organization. PT. Bukaka Teknik Utama is a company engaged in construction and manufacturing. This study aims to design an information system for PT. Bukaka Teknik Utama's Mamuju Hydropower Project to digitally submit and approve the bridge project's budget. The research began with observation, followed by a literature study from various sources, including books and the Internet. Subsequently, the researcher conducted direct interviews at PT. Bukaka regarding the budget format. The research was conducted over 12 months. The type of research carried out is applied research. The application design uses Laravel and ReactJs. The methods used in this study are waterfall and Blackbox for system testing. The results of the study show success with the designed system
RANCANG BANGUN ALAT KONTROL OTOMATIS DAN MONITORING DERAJAT KEASAMAN (PH), SUHU AIR PADA KOLAM TERNAK LELE BERBASIS INTERNET OF THINGS Kasim, Hariani; Saputra, Wahyuddin; Nur Hidayat, Andi Muhammad; Hamsah, Muh Asdar
Jurnal INSYPRO (Information System and Processing) Vol 9 No 1 (2024)
Publisher : Prodi Sistem Informasi UIN Alauddin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24252/insypro.v9i1.50382

Abstract

Keadaan pH yang optimal bagi ikan lele berkisar antara 6,5 hingga 8. Jika pH turun di bawah 5, itu dapat merugikan lele karena dapat menyebabkan penggumpalan lendir pada insang. Sebaliknya, pH di atas 8 dapat mengakibatkan penurunan nafsu makan ikan. Selain itu, suhu air kolam juga merupakan parameter penting dalam budidaya ikan lele, karena suhu air memiliki pengaruh signifikan terhadap respons konsumsi pakan. Meskipun ikan lele memiliki toleransi tinggi terhadap lingkungannya dan dapat bertahan pada suhu air antara 14 hingga 38°C, kondisi lingkungan yang tidak optimal dapat mengurangi probabilitas hidup ikan lele. Penelitian ini bertujuan untuk mengembangkan prototype alat kontrol otomatis dan pemantauan tingkat keasaman (pH) serta suhu air dalam kolam ternak lele berbasis Internet of Things. Metode penelitian yang diterapkan adalah kualitatif dengan pengumpulan data melalui wawancara dan observasi. Selain itu, penelitian ini menggunakan pendekatan desain dan pengembangan (research and development). Pengujian menyatakan bahwa perangkat ini beroperasi secara optimal, baik secara logis maupun fungsional. Oleh karena itu, dapat disimpulkan bahwa tujuan perancangan alat ini adalah untuk memberikan kenyamanan kepada peternak lele dalam mengatur tingkat keasaman (pH) dan suhu air di kolam ternak lele, sekaligus memantau kualitas air di kolam tersebut secara real-time melalui aplikasi android, di mana pun dan kapan pun. Hasil usability testing dengan SUS mendapatkan skor rata-rata 95% yang termasuk dalam kategori bagus sekali.
SISTEM LAYANAN MONITORING KEGIATAN AKADEMIK SEKOLAH DENGAN MENGGUNAKAN PROGRESSIVE WEB APPS Ammar , Andi Bau; Rahman; Syahbudin
Jurnal INSYPRO (Information System and Processing) Vol 9 No 1 (2024)
Publisher : Prodi Sistem Informasi UIN Alauddin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24252/insypro.v9i1.50383

Abstract

Abstract - Currently, education is an important foundation for building quality resources, which encourages all parties involved to keep abreast of increasingly rapid technological developments. In education, one of the benchmarks is the results of students' own academic activities; this can be known by assessing students' academic performance at school. This assessment process is important in education, but currently there are still many schools that still use manual methods to assess and monitor academic activities in schools. Assessing and monitoring school activities also requires data management, be it student data, teacher data, student schedules, or grades. This is also information that can be an important factor for parents, teachers, and students when carrying out the learning process and as material for evaluating the learning process. However, monitoring carried out manually has weaknesses, such as parents not being able to fully understand the learning process and academic activities of their children. By using technology, a system can be implemented that carries out the processes of storing data, managing data, and displaying data. This website-based school academic activity monitoring service system is a system created to develop and facilitate the process of assessing and monitoring school academic activities. Apart from providing semester grades to students, this system will also provide other academic information. System design was carried out using the Rapid Application Development (RAD) method based on Progressive Web Apps (PWA). This system can help parents, guardians, teachers, and students monitor academic activities at school. Keywords: monitoring, academic activity, rapid application development, progressive web apps.
PENDEKATAN BARU PENTERJEMAH BAHASA ISYARAT INDONESIA DINAMIS MENGGUNAKAN METODE GATE RECURRENT UNIT Setiaji, Haris; Indra Syahyadi, Asep; Afif, Nur; Ridwang
Jurnal INSYPRO (Information System and Processing) Vol 9 No 1 (2024)
Publisher : Prodi Sistem Informasi UIN Alauddin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24252/insypro.v9i1.50395

Abstract

Indonesian Sign Language (BISINDO) and the Indonesian Sign Language System (SIBI) are forms of communication used by the deaf community in Indonesia. However, the use of BISINDO is considered less effective in the sign language translation system due to variations in body movements in each community. On the other hand, SIBI is considered more effective because it is an adaptation of American Sign Language (ASL) and has been officially recognized by the Indonesian government. This research aims to develop a deep learning-based sign language translation system to support communication with the deaf community using Indonesian Sign Language (SIBI). The research methodology involves acquiring a sign language data set, preprocessing the data using the Mediapipe library, training the model using Gated Recurrent Neural Networks (GRU), and evaluating model performance using the Confusion Matrix method. The test results show that the developed model succeeded in achieving an accuracy level of 94% in classifying SIBI sign language signs. This shows the potential of the system in assisting communication and increasing accessibility for deaf people who use Indonesian Sign Language. This research makes a significant contribution to technological developments aimed at improving the quality of life and social inclusion for the deaf community
ANALISIS PERFORMA CONVOLUTIONAL NEURAL NETWORK DENGAN HYPERPARAMETER TUNING DALAM MENDETEKSI GAMBAR DEEPFAKE Darmatasia, Darmatasia; Ramli, Abdur Rahman; Salsabila, Azizah; Adiba, Fhatiah
Jurnal INSYPRO (Information System and Processing) Vol 9 No 2 (2024)
Publisher : Prodi Sistem Informasi UIN Alauddin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24252/insypro.v9i2.51928

Abstract

This research analyzes the performance of Convolutional Neural Network (CNN) in detecting deepfake images with a focus on hyperparameter tuning. The study consists of two classes: fake images and real images, with each class containing 5000 data samples. Hyperparameter tuning is conducted using the Keras-tuner library, a framework used for automatic hyperparameter tuning on models built with Keras, eliminating the need for manual trial and error tuning. The hyperparameter search strategy employed is random search. The results of the study indicate that hyperparameter tuning significantly improves the model's detection accuracy. Various experiments were conducted to evaluate the impact of hyperparameter settings, such as the number and size of filters, learning rate, and optimizer. Analysis of different optimizers showed significant variations in performance, with Adam Optimizer achieving the highest accuracy of 83% using a combination of 32 filters sized 3x3 in the first layer and 128 filters sized 5x5 in the second layer. RMSProp and AdamW each achieved 82% accuracy, SGD Optimizer achieved 75% accuracy, while Adadelta Optimizer achieved 71% accuracy. The findings of this study affirm that the selection of optimizer and appropriate hyperparameter settings have a significant impact on the model's performance in detecting patterns in the data. This study also emphasizes the importance of optimizing filters and sizes in each layer to enhance model accuracy.
RANCANG BANGUN APLIKASI E-PRAKERIN PADA SMKN 3 LUWU BERBASIS WEB Ulvah, Ulvah; Rosmiati, Rosmiati; Sukmawati, Sukmawati
Jurnal INSYPRO (Information System and Processing) Vol 9 No 2 (2024)
Publisher : Prodi Sistem Informasi UIN Alauddin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24252/insypro.v9i2.52036

Abstract

Information technology that is developing so rapidly requires all fields in human life to utilize technology to help people's daily activities. Likewise, the education sector must follow the momentum of the development of the era of increasingly advanced technology use which will provide convenience for all parties. SMKN 3 Luwu is a vocational high school that collaborates with industry through an industrial work practice program or commonly called prakerin during education. SMKN 3 Luwu needs an application that supports the management of pre-kindergarten. The Prakerin registration process for SMKN 3 Luwu is still carried out by students going to the Prakerin organizing committee to propose a location or place where they want to do Prakerin later, this is considered inefficient by looking at the current use of technology that can be used to efficiently register for students who want to do Prakerin. Currently, the use of information technology (computers and the internet) has been adjusted to its needs in improving the performance of admins in certain schools. The information system development methodology used is the Waterfall model. The information system is designed and built based on a website using the PHP programming languages MyAdmin and MySQL as its database. By designing and building this application, it will make it easier for students and the committee in the pre-registration process.
PERANCANGAN LAMPU JALAN BERBASIS SOLAR CELL DI LABORATORIUM TEKNIK UNIVERSITAS ISLAM MAKASSAR Sriwati; Khaidir, Muhammad; Faridah; Syarif, Muhammad Alfian; Syarif, Suhal Farwadi
Jurnal INSYPRO (Information System and Processing) Vol 9 No 2 (2024)
Publisher : Prodi Sistem Informasi UIN Alauddin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24252/insypro.v9i2.52065

Abstract

Indonesia is located on the equator, so Indonesia has abundant sources of solar energy with an average solar radiation intensity of around 4.8 kWh/m2 per day throughout Indonesia. This research aims to make the Sollar Cell an alternative for Public Street Lighting (PJU) which is a Solar Public Street Lighting (PJUTS) system, the ability of this system to generate and store electrical energy makes it a reliable system to supply street lamp energy. Testing is carried out with two types of tests, namely primary data measurement and secondary data measurement. In the field test, it is carried out through direct measurement of the potential for solar radiation and at the location of the street light pole to be installed, while secondary data is obtained from a body or authority that has the authority to publish radiation data, in the case we use satellite image data from NASA through the NASA-Langley Distributed Archive. The test was carried out by testing where the street lamp was tested for one day by being directly loaded with the battery and the two solar panels to charge the battery. In field testing, the panel will charge the battery with an average input of 298.79 W and an output of 298.76 with an average effectiveness of 10.02%, the battery is charged with LED lights at night which uses 7% of the total electrical power needed, which is 30 Watts from 300 Watts. When testing in the field peak load or when all loads are operating has never occurred, when a peak load occurs , the required electrical power is 380.6 Watts.

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